Bo Lv | Huazhong University of Science and Technology

📚 About Me

I am a Master’s student at the School of Computer Science and Technology at Huazhong University of Science and Technology, located in Wuhan, China. My academic focus is particularly in the areas of large language models (LLMs) and machine learning systems. I am fortunate to be advised by Prof. Quan Zhou.

🔬 Research Interests

LLM: network-pruning, network-quantization
ML System: llm-inference, ml-scheduler, llm-accelerator, large-scale training
Computer Vision: recognition, detection, segmentation

📰 News

[Apr. 2025] Our paper about EDF-like Scheduler Analysis is accepted to TC 2025.
[Dec. 2024] Our paper about Efficient LLM is accepted to ICASSP 2025.

📑 Publications

TC (CCF-A)

Schedulability Analysis for Self-suspending Tasks Under EDF-like Scheduling

Yan Wang, Bo Lv, Quan Zhou, Junfei Li, Tan Tan

IEEE Transactions on Computers, 2025.

PDF Published

ICASSP (CCF-B)

KVPruner: Structural Pruning for Faster and Memory-Efficient Large Language Models

Bo Lv, Quan Zhou, Xuanang Ding, Yan Wang, Zeming Ma

Proceedings of the 50th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025), Hyderabad, India, April 06-11, 2025.

PDF Oral Presentation

🎓 Education

Master’s student at Huazhong University of Science and Technology(member of 985 Project), Wuhan, China(via recommendation).
Bachelor’s degree from Hohai University (member of 211 Project), Nanjing, China.